Neural Network Computing, AI and Machine Learning for Automotive

General information

CourseNeural Network Computing, AI and Machine Learning for Automotive
Credits 6
Professor Rita CUCCHIARA

Brief content description

The course provides an introduction to the use of Deep Learning and Computer Vision techniques in the Automotive field. The course, while not assuming a previous knowledge of Deep Learning, and therefore being open to those who have not previously attended Machine Learning courses, is also useful to those who have already addressed these issues by providing an application perspective in the Automotive field. The main automatic learning techniques will be presented for the automatic understanding of data coming from sensors, from internal and external on-board cameras and for the analysis of human-machine interaction. The course has a laboratory part with Python projects and libraries (OpenCV, PyTorch for Deep Learning) and sensors (cameras, eye trackers, accelerometers).

Degree programme

This course is part of

How to apply for a single subject course

Students can enrol in up to 3 subjects for each academic year, even if they are not enrolled in other study programmes in Italy or abroad.
Single subject enrolment